Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9546078 0.8343841 0.5538182
bt 0.9166438 0.7769859 0.3739632
maxnet 0.8984157 0.7093361 NA
gam 0.8952360 0.6735925 0.3605711
glm 0.8955101 0.7174497 0.3409201

Variable Importance

Partial Dependence